| Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model | Mar 8, 2025 | Image Quality AssessmentLanguage Modeling | CodeCode Available | 2 |
| Paint by Inpaint: Learning to Add Image Objects by Removing Them First | Apr 28, 2024 | Image InpaintingLanguage Modeling | CodeCode Available | 2 |
| UMBRAE: Unified Multimodal Brain Decoding | Apr 10, 2024 | Brain DecodingLanguage Modeling | CodeCode Available | 2 |
| PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling | Oct 8, 2024 | document understandingLanguage Modeling | CodeCode Available | 2 |
| LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation | Nov 14, 2024 | Earth ObservationInstruction Following | CodeCode Available | 2 |
| Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine | Dec 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation | Jan 11, 2025 | Chart UnderstandingCode Generation | CodeCode Available | 2 |
| Jailbreaking Attack against Multimodal Large Language Model | Feb 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| LaVy: Vietnamese Multimodal Large Language Model | Apr 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning | Jan 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation | Jul 19, 2024 | AttributeLanguage Modeling | CodeCode Available | 2 |
| Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want | Mar 29, 2024 | Instruction FollowingLanguage Modelling | CodeCode Available | 2 |
| TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding | Dec 4, 2023 | Dense CaptioningHighlight Detection | CodeCode Available | 2 |
| Introducing Visual Perception Token into Multimodal Large Language Model | Feb 24, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM | Jun 18, 2024 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 |
| A Survey of Multimodal Large Language Model from A Data-centric Perspective | May 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding | May 22, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios | Mar 7, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 2 |
| StoryTeller: Improving Long Video Description through Global Audio-Visual Character Identification | Nov 11, 2024 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 2 |
| DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution | Jun 24, 2024 | Image RestorationImage Super-Resolution | CodeCode Available | 1 |
| CXR-LLAVA: a multimodal large language model for interpreting chest X-ray images | Oct 22, 2023 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
| Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation | Aug 19, 2024 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 |
| SmartFreeEdit: Mask-Free Spatial-Aware Image Editing with Complex Instruction Understanding | Apr 17, 2025 | Image GenerationLarge Language Model | CodeCode Available | 1 |
| PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures | Jan 25, 2025 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 |
| Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model | May 30, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Refer-and-Ground Multimodal Large Language Model for Biomedicine | Jun 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Open3DVQA: A Benchmark for Comprehensive Spatial Reasoning with Multimodal Large Language Model in Open Space | Mar 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering | Jan 1, 2025 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 |
| Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model | Nov 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding | Jan 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Hallucination Augmented Contrastive Learning for Multimodal Large Language Model | Dec 12, 2023 | Contrastive LearningHallucination | CodeCode Available | 1 |
| ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding | Aug 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K Resolution | May 27, 2025 | 8kAvg | CodeCode Available | 1 |
| MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation | Oct 17, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models | Aug 30, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Classification and Detection | Dec 20, 2024 | Cancer ClassificationChatbot | CodeCode Available | 1 |
| FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis | Jul 31, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant | Aug 19, 2024 | DescriptiveFace Swapping | CodeCode Available | 1 |
| MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model | Jun 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V | Oct 29, 2023 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| From Text to Pixel: Advancing Long-Context Understanding in MLLMs | May 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ChemMLLM: Chemical Multimodal Large Language Model | May 22, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection | Apr 16, 2025 | Anomaly DetectionLarge Language Model | CodeCode Available | 1 |
| MedTVT-R1: A Multimodal LLM Empowering Medical Reasoning and Diagnosis | Jun 23, 2025 | DiagnosticLarge Language Model | CodeCode Available | 1 |
| Meaning Typed Prompting: A Technique for Efficient, Reliable Structured Output Generation | Oct 22, 2024 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 |
| Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences | Jan 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LLaSA: A Multimodal LLM for Human Activity Analysis Through Wearable and Smartphone Sensors | Jun 20, 2024 | 16kInstruction Following | CodeCode Available | 1 |
| LLaVA-SpaceSGG: Visual Instruct Tuning for Open-vocabulary Scene Graph Generation with Enhanced Spatial Relations | Dec 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LMEye: An Interactive Perception Network for Large Language Models | May 5, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |